A software company for enterprise and government programs.
Founder-led and based in the DMV — Washington D.C., Maryland and Virginia — close to the agencies and primes we serve. You talk to the engineer. There is no account-manager layer.
Founder experience
Federal AI/ML systems integration
5 yearsML, data-processing and automation solutions for federal use cases at an integrator supporting DoD programs.
HL7 & HIPAA engineering
8 months, leadLead engineer on interoperability integrations at a HIPAA-regulated digital pathology company, May–December 2022.
GenAI platform & cloud at scale
regulated financeGenAI foundational infrastructure and production cloud services serving millions of users daily.
Why Fairs Place exists
Feature stores solved a specific problem for ML: consistent, low-latency access to the right data at inference time. When generative AI started failing the same predictable ways — stale context, unreliable retrieval, no traceability — the fix looked familiar. Fairs Place brings that infrastructure discipline to the software we build for enterprise and government.
A note on past performance
The experience described here was performed by the founder as an employee of prior employers, not as Fairs Place LLC contract history. We are explicit about that distinction with every prime we work with.
How we work
Direct communication with the engineer doing the work.
Modern stack, AI-agent-accelerated delivery, a human owning every merge.
We build what we would use ourselves, starting with the Context Engine.
We say what is true, including when a product is not finished.